Danny P.H. Tay and David K.H. Ho
Introduces the theory of artificial neural networks (ANN).Discusses its application to the valuation of residential apartments.Compares the performance of the back propagation…
Abstract
Introduces the theory of artificial neural networks (ANN). Discusses its application to the valuation of residential apartments. Compares the performance of the back propagation neural network (BP) model in estimating sale prices of apartments against the traditional multiple regression analysis (MRA) model. Concludes that the neural network model is an easy‐to‐use, black‐box alternative to the MRA model.
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Boon Cheong Chew, Lay Hong Tan, Nurlisa Loke Abdullah and Syaiful Rizal Hamid
This study aims to explore the unique establishment of the early stage of the Alipay ecosystem in Malaysia by the Chinese-based Ant-Financial Services Group (Ant-Financial is the…
Abstract
Purpose
This study aims to explore the unique establishment of the early stage of the Alipay ecosystem in Malaysia by the Chinese-based Ant-Financial Services Group (Ant-Financial is the parent company of Alipay). Alipay, a Chinese m-payment technology, is used by Chinese tourists visiting Malaysia. With the diverse set of domestic–foreign stakeholders formed within this early stage of the Alipay ecosystem in Malaysia, this empirical study provides fresh insight that is different from the typical group of domestic stakeholders and crucial for a successful early stage of an m-payment ecosystem establishment. This early stage of the Alipay ecosystem in Malaysia set a promising precedent for the next m-payment ecosystem for Malaysians.
Design/methodology/approach
This exploratory case study examined the early stage of the Alipay ecosystem established in Malaysia. The authors collected primary data from eight respondents through qualitative, semi-structured interviews. These respondents were identified using a snowballing technique, including individuals with relevant knowledge. To ensure the accuracy and reliability of the information, the authors triangulated the primary data obtained with other primary and secondary data sources.
Findings
The results elucidate how Ant-Financial established the early stage of the Alipay ecosystem in Malaysia. A significant aspect of this establishment was the strong collaboration between Alipay-Malaysia Sdn. Bhd. (Alipay-Malaysia as a subsidiary in Malaysia) and three Malaysian banks. This collaboration, which was backed by Bank Negara Malaysia, allowed Alipay-Malaysia to obtain its regulatee status in 2017, making it lawful to provide escrow e-money services in Malaysia. Following this, Alipay-Malaysia gained support from local merchants under these banks’ networks to accept Alipay from Chinese tourists. This study revealed that the early stage of the Alipay ecosystem in Malaysia was characterised by a diverse set of domestic-foreign stakeholders and functioned effectively from the outset. Consequently, in 2018, Malaysia was ranked among the top ten countries in global Chinese tourist spending.
Research limitations/implications
This study of Alipay in Malaysia from 2016 to 2022 was challenging. Initially, the authors faced the obstacle of information scarcity as the respondents kept the information confidential to reduce rivalry. In the middle stage of our study, the authors encountered information inconsistency due to numerous erroneous personal assumptions and predictions. At that time, limited official information about Alipay’s establishment in Malaysia was available. It took a long time to gather primary and secondary data. The authors cross-examined these data by comparing different sources and triangulated them by validating the findings with other data sources. When Alipay was widely accepted in Malaysia and attained the top 10 position in global Chinese tourist spending, the COVID-19 outbreak froze the global tourism economy and reduced Alipay transactions. Later, the Malaysian Government enforced a nationwide movement control order that halted Alipay operations.
Practical implications
This study documented the early stages of the Alipay ecosystem establishment in Malaysia and made two contributions. Firstly, our research contributes to understanding the strategic approaches of an m-payment ecosystem establishment from a developing country-drawing from the Malaysian experience. Secondly, our study offers practical lessons for other m-payment service providers aiming for global expansion. The lessons learned in developing an early stage m-payment ecosystem in Malaysia, the strategies, a diverse set of domestic-foreign stakeholders’ roles and their collaboration within the Alipay ecosystem established in Malaysia are worth noting.
Originality/value
Up to this point, no exploratory qualitative study has been conducted on the early stage of an m-payment ecosystem (dominated by a foreign m-payment technology) in a developing country. By addressing the research question of “How has Ant-Financial established the early stage of the Alipay ecosystem in Malaysia?” this study provides a unique perspective on the establishment of an early stage Alipay ecosystem, underscores the strategies of an early stage Alipay ecosystem establishment and understand a diverse set of domestic-foreign stakeholders’ roles and their collaboration within such ecosystem that contributed to the existing theory of m-payment ecosystem.
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Although numerous studies have explored gamification, its effects on student intrinsic motivation and behavioral engagement remain ambiguous. This study aims to address this gap…
Abstract
Purpose
Although numerous studies have explored gamification, its effects on student intrinsic motivation and behavioral engagement remain ambiguous. This study aims to address this gap by investigating the impacts of exogenous and endogenous fantasies on students’ intrinsic motivation, behaviors and perception of learning in gamified, fully online courses.
Design/methodology/approach
Using a quasi-experimental design and mixed methods, this study involved two groups of postgraduate students: exogenous fantasy group (N = 23) and endogenous fantasy group (N = 23). Intrinsic motivation was assessed through surveys, while behavioral engagement was tracked over 10 weeks using online trace data. Semi-structured interviews gathered student insights on learning perceptions. The patterns of behavioral engagement in both fantasy groups were analyzed using epistemic network analysis.
Findings
Observed behavioral data indicated a significantly higher level of intrinsic motivation in the endogenous fantasy setting. The endogenous group was more engaged in pre-task analysis and post-task reflection, while the exogenous group focused more on quiz work and post-task reflection. Participants in the endogenous fantasy setting also reported increased cognitive engagement and a strong identification with their fictional characters.
Practical implications
Integrating endogenous fantasy into the curriculum can boost students’ intrinsic motivation, behavioral engagement and self-identification. Adopting a first-person perspective that allows students to embody the role of a virtual character is highly recommended. The use of interactive multimedia can greatly enrich the fantasy environment, resulting in a more immersive and engaging learning experience.
Originality/value
The study provides valuable insights into the impact of endogenous and exogenous fantasies on intrinsic motivation and behavioral engagement. It also stands out for its use of epistemic network analysis to assess and compare complex networks of learning task participation in two fantasy settings. Through analyzing these engagement patterns, researchers can obtain a more profound understanding of how each fantasy environment influences student engagement.
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Maulidi A. Banyani and Danny S. S. Then
This paper aims to present and discuss the results of the assessment of maturity of facilities management (FM) industries (FMi) in five countries, namely, Denmark, Hong Kong…
Abstract
Purpose
This paper aims to present and discuss the results of the assessment of maturity of facilities management (FM) industries (FMi) in five countries, namely, Denmark, Hong Kong, Norway, Tanzania and the UK. The analysis is based on the “Integrated Feeder Factors Framework (I3F)”. I3F analyses maturity by assessing the progression and integration of the key factors essential for the maturity of the FMi, which are organisations practice, supply market, education, professional bodies, research and business environment.
Design/methodology/approach
FM experts in respective countries were interviewed. Data were also gathered from official documents and websites. The collected evidences were analysed using pattern matching.
Findings
The FM industry in the five case study countries are found at various levels of maturity. The UK exhibited high levels of maturity compared to other countries. Norway, Hong Kong and Denmark were at the same level with some notable differences, while Tanzania was at the lowest level.
Practical implications
The research successfully tested the I3F. This sets foundation for assessing maturity of the FM industry at a country level. The assessment of maturity at a country level is important to FM stakeholders in charting out plans for its development and longevity.
Originality/value
This is the first research which has assessed the maturity of FMi in five countries using an I3F. The results show the strength and weaknesses of the FMi in the five countries and point out areas which require stakeholders’ efforts to be improved or maintained.
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Ernesto Tavoletti and Vas Taras
This study aims to offer a bibliometric analysis of the already substantial and growing literature on global virtual teams (GVTs).
Abstract
Purpose
This study aims to offer a bibliometric analysis of the already substantial and growing literature on global virtual teams (GVTs).
Design/methodology/approach
Using a systematic literature review approach, it identifies all articles in the Web of Science from 1999 to 2021 that include the term GVTs (in the title, the abstract or keywords) and finds 175 articles. The VOSviewer software was applied to analyze the bibliometric data.
Findings
The analysis revealed three dialogizing research clusters in the GVTs literature: a pioneering management information systems and organizational cluster, a general management cluster and a growing international management and behavioural studies cluster. Furthermore, it highlights the most cited articles, authors, journals and nations, and the network of strong and weak links regarding co-authorships and co-citations. Additionally, this study shows a change in research patterns regarding topics, journals and disciplinary approaches from 1999 to 2021. Finally, the analysis illustrates the position and centrality in the network of the most relevant actors.
Practical implications
The findings can guide management practitioners, educators and researchers to the most meaningful clusters of publications on GVTs, and help navigate and make sense of the vast body of the available literature. The importance of GVTs has been growing in the past two decades, and Covid-19 has accelerated the trend.
Originality/value
This study provides an updated and comprehensive systematic literature review on GVTs. To the best of the authors’ knowledge, it is also the first systematic literature review and bibliometry on GVTs. It concludes by suggesting future research paths.